Name
Dongyang Guo
Major
Applied Mathematics and Computational Science
Class
2023
About
Research based on the Application of Residual U-Net in the Segmentation of Brain Tumors MRI images |
Research based on the Application of Residual U-Net in the Segmentation of Brain Tumors MRI images |
This research report mainly discusses the related fields in the direction of deep learning. It specifically analyzes the relevant technology of tumor treatment and the demand of the current medical environment. In the context of many cancer patients, the current efficiency of MRI scanning is far from enough. Therefore, deep learning has become a way to improve the accuracy and efficiency of automatic MRI image recognition, and U-Net and its upgraded version Res-UNet have excellent performance. |